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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO34 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
73.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
63.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
57.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
53.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
49.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
49.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
47.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
42.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
39.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
38.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO34 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.8
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
73.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
73.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
72.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
69.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
67.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
63.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
62.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
60.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
59.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
59.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
57.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
56.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
56.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
53.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
53.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
51.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
51.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
51.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
50.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
49.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
49.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
49.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
49.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
46.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
46.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
45.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
45.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
45.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
44.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
44.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
44.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
44.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
43.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
42.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
42.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
42.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
39.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO34 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
73.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
48.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
41.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
38.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXO34 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.4
Number of samples
207
Samples
Sample
Description
TPM
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
101.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
91.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
62.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
61.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
61.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
57.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
53.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
53.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
46.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
45.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
41.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
40.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
37.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
